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@article{bb105861,
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@article{bb105862,
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@inproceedings{bb105863,
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@article{bb105864,
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@inproceedings{bb105865,
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@inproceedings{bb105866,
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@inproceedings{bb105867,
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@inproceedings{bb105868,
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@article{bb105869,
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@inproceedings{bb105870,
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@inproceedings{bb105871,
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@inproceedings{bb105872,
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@inproceedings{bb105873,
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@inproceedings{bb105874,
        AUTHOR = "Singh, M. and Gupta, P.K. and Mishra, S.",
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@inproceedings{bb105875,
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@inproceedings{bb105876,
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        TITLE = "Reworking Bridging for Use within the Image Domain",
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@inproceedings{bb105877,
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        TITLE = "MCS-based balancing techniques for skewed classes:
An empirical comparison",
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        YEAR = "2008",
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@inproceedings{bb105878,
        AUTHOR = "Na, J.H. and Yun, S.M. and Kim, M.S. and Choi, J.Y.",
        TITLE = "Relevant pattern selection for subspace learning",
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        YEAR = "2008",
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@inproceedings{bb105879,
        AUTHOR = "Xu, Y. and Zhang, D.",
        TITLE = "A New Solution Scheme of Unsupervised Locality Preserving Projection
Method for the SSS Problem",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
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@inproceedings{bb105880,
        AUTHOR = "Morales Manilla, L.R. and Sanchez Diaz, G.",
        TITLE = "FS-EX Plus: A New Algorithm for the Calculation of Typical FS-Testor
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        YEAR = "2007",
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@inproceedings{bb105881,
        AUTHOR = "Zheng, Y.J. and Yang, J.Y. and Yang, J. and Wu, X.J.",
        TITLE = "Effective classification image space which can solve small sample size
problem",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
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@inproceedings{bb105882,
        AUTHOR = "Pranckeviciene, E. and Ho, T.K. and Somorjai, R.",
        TITLE = "Class Separability in Spaces Reduced By Feature Selection",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
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@inproceedings{bb105883,
        AUTHOR = "Zhu, X.Q. and Wu, X.D.",
        TITLE = "Scalable Representative Instance Selection and Ranking",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 352-355",
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@inproceedings{bb105884,
        AUTHOR = "Xuan, G.R. and Zhu, X.M. and Chai, P.Q. and Zhang, Z.P. and Shi, Y.Q. and Fu, D.D.",
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        YEAR = "2006",
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@inproceedings{bb105885,
        AUTHOR = "Fu, D.D. and Shi, Y.Q. and Zhang, Z.P. and Chai, P.Q. and Zhu, X.M. and Xuan, G.R.",
        TITLE = "Feature Selection based on the Bhattacharyya Distance",
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        YEAR = "2006",
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@inproceedings{bb105886,
        AUTHOR = "Levi, K. and Fink, M. and Weiss, Y.",
        TITLE = "Learning From a Small Number of Training Examples by Exploiting Object
Categories",
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@inproceedings{bb105887,
        AUTHOR = "Ulusoy, I. and Bishop, C.M.",
        TITLE = "Comparison of Generative and Discriminative Techniques for Object
Detection and Classification",
        BOOKTITLE = CLOR06,
        YEAR = "2006",
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@inproceedings{bb105888,
        AUTHOR = "Ulusoy, I. and Bishop, C.M.",
        TITLE = "Generative versus Discriminative Methods for Object Recognition",
        BOOKTITLE = CVPR05,
        YEAR = "2005",
        PAGES = "II: 258-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern604.html#TT102250"}

@inproceedings{bb105889,
        AUTHOR = "Salah, A.A. and Alpaydin, E.",
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        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb105890,
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        YEAR = "2002",
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@inproceedings{bb105891,
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@article{bb105892,
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@article{bb105893,
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@article{bb105894,
        AUTHOR = "Tang, Y. and Zhang, Y.Q. and Chawla, N.V. and Krasser, S.",
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@article{bb105895,
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imbalanced data sets",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2375-2388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102257"}

@article{bb105896,
        AUTHOR = "Fernandez Navarro, F. and Hervas Martinez, C. and Gutierrez, P.A.",
        TITLE = "A dynamic over-sampling procedure based on sensitivity for multi-class
problems",
        JOURNAL = PR,
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        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1821-1833",
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@article{bb105897,
        AUTHOR = "Soda, P.",
        TITLE = "A multi-objective optimisation approach for class imbalance learning",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1801-1810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102259"}

@article{bb105898,
        AUTHOR = "Tahir, M.A. and Kittler, J.V. and Bouridane, A.",
        TITLE = "Multilabel classification using heterogeneous ensemble of multi-label
classifiers",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "513-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102260"}

@article{bb105899,
        AUTHOR = "Tahir, M.A. and Kittler, J.V. and Yan, F.",
        TITLE = "Inverse random under sampling for class imbalance problem and its
application to multi-label classification",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3738-3750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT102261"}

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